Evidence-aware state-machine framework for research workflows with explicit claims, evidence, conflicts, runtime policy, checkpoints, provenance, claim verification, bounded transfer, and portable evidence handoff.
python open-source verification provenance reproducibility state-machines dag open-research research-workflows checkpoints research-engineering research-software knowledge-graphs agent-systems claim-verification conflict-tracking runtime-policy claim-evidence evidence-engineering evidence-handoff
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Updated
Oct 2, 2026 - Python